From 0fe7603b6e0cb48160cc94e4a01b5f351b3c964a Mon Sep 17 00:00:00 2001 From: Jeff Heiges Date: Wed, 5 Mar 2025 17:01:38 -0700 Subject: Training results mentioned in article https://jgh.xyz/posts/mnist_compare/ --- training_results/env1/NAdam_tr002/MNIST | 29 +++++++++++++++++++++++++++++ 1 file changed, 29 insertions(+) create mode 100644 training_results/env1/NAdam_tr002/MNIST (limited to 'training_results/env1/NAdam_tr002') diff --git a/training_results/env1/NAdam_tr002/MNIST b/training_results/env1/NAdam_tr002/MNIST new file mode 100644 index 0000000..fd203c8 --- /dev/null +++ b/training_results/env1/NAdam_tr002/MNIST @@ -0,0 +1,29 @@ +MNIST: Epoch 1 - Avg Loss: 0.160434, Accuracy: 95.00% +Test Set - Loss: 0.0001, Accuracy: 98.29% + +MNIST: Epoch 2 - Avg Loss: 0.049701, Accuracy: 98.47% +Test Set - Loss: 0.0000, Accuracy: 98.66% + +MNIST: Epoch 3 - Avg Loss: 0.037278, Accuracy: 98.83% +Test Set - Loss: 0.0000, Accuracy: 98.51% + +MNIST: Epoch 4 - Avg Loss: 0.031198, Accuracy: 99.04% +Test Set - Loss: 0.0000, Accuracy: 98.76% + +MNIST: Epoch 5 - Avg Loss: 0.026165, Accuracy: 99.18% +Test Set - Loss: 0.0000, Accuracy: 98.88% + +MNIST: Epoch 6 - Avg Loss: 0.024116, Accuracy: 99.25% +Test Set - Loss: 0.0000, Accuracy: 98.91% + +MNIST: Epoch 7 - Avg Loss: 0.020606, Accuracy: 99.33% +Test Set - Loss: 0.0000, Accuracy: 98.86% + +MNIST: Epoch 8 - Avg Loss: 0.018274, Accuracy: 99.44% +Test Set - Loss: 0.0000, Accuracy: 98.91% + +MNIST: Epoch 9 - Avg Loss: 0.018810, Accuracy: 99.46% +Test Set - Loss: 0.0000, Accuracy: 99.01% + +MNIST: Epoch 10 - Avg Loss: 0.015997, Accuracy: 99.50% +Test Set - Loss: 0.0000, Accuracy: 98.87% -- cgit v1.2.3